{"id":"https://openalex.org/W3146559996","doi":"https://doi.org/10.1109/wsc.2007.4419708","title":"Using meta-level ontology relations to measure conceptual alignment and interoperability of simulation models","display_name":"Using meta-level ontology relations to measure conceptual alignment and interoperability of simulation models","publication_year":2007,"publication_date":"2007-01-01","ids":{"openalex":"https://openalex.org/W3146559996","doi":"https://doi.org/10.1109/wsc.2007.4419708","mag":"3146559996"},"language":"en","primary_location":{"id":"doi:10.1109/wsc.2007.4419708","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2007.4419708","pdf_url":null,"source":{"id":"https://openalex.org/S4363608517","display_name":"2007 Winter Simulation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 Winter Simulation Conference","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5060285076","display_name":"Levent Y\u0131lmaz","orcid":"https://orcid.org/0000-0002-5082-3908"},"institutions":[{"id":"https://openalex.org/I82497590","display_name":"Auburn University","ror":"https://ror.org/02v80fc35","country_code":"US","type":"education","lineage":["https://openalex.org/I82497590"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Levent Yilmaz","raw_affiliation_strings":["Computer Science and Software Engineering, Aubum University, Auburn, AL, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Science and Software Engineering, Aubum University, Auburn, AL, USA","institution_ids":["https://openalex.org/I82497590"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5060285076"],"corresponding_institution_ids":["https://openalex.org/I82497590"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1090","last_page":"1099"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11195","display_name":"Simulation Techniques and Applications","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11450","display_name":"Model-Driven Software Engineering Techniques","score":0.9965000152587891,"subfield":{"id":"https://openalex.org/subfields/1712","display_name":"Software"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11986","display_name":"Scientific Computing and Data Management","score":0.9961000084877014,"subfield":{"id":"https://openalex.org/subfields/1802","display_name":"Information Systems and Management"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/metamodeling","display_name":"Metamodeling","score":0.8435813784599304},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7676459550857544},{"id":"https://openalex.org/keywords/conceptualization","display_name":"Conceptualization","score":0.7015855312347412},{"id":"https://openalex.org/keywords/interoperability","display_name":"Interoperability","score":0.677899181842804},{"id":"https://openalex.org/keywords/ontology","display_name":"Ontology","score":0.5153979063034058},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5139417052268982},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5075782537460327},{"id":"https://openalex.org/keywords/context","display_name":"Context (archaeology)","score":0.49426698684692383},{"id":"https://openalex.org/keywords/premise","display_name":"Premise","score":0.4748307168483734},{"id":"https://openalex.org/keywords/reuse","display_name":"Reuse","score":0.45972415804862976},{"id":"https://openalex.org/keywords/conceptual-model","display_name":"Conceptual model","score":0.4402257800102234},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.41780516505241394},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35164976119995117},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32677751779556274},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.2739852964878082},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11517795920372009},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.1104181706905365},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.0919714868068695}],"concepts":[{"id":"https://openalex.org/C86610423","wikidata":"https://www.wikidata.org/wiki/Q1925081","display_name":"Metamodeling","level":2,"score":0.8435813784599304},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7676459550857544},{"id":"https://openalex.org/C90734943","wikidata":"https://www.wikidata.org/wiki/Q17008777","display_name":"Conceptualization","level":2,"score":0.7015855312347412},{"id":"https://openalex.org/C20136886","wikidata":"https://www.wikidata.org/wiki/Q749647","display_name":"Interoperability","level":2,"score":0.677899181842804},{"id":"https://openalex.org/C25810664","wikidata":"https://www.wikidata.org/wiki/Q44325","display_name":"Ontology","level":2,"score":0.5153979063034058},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5139417052268982},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5075782537460327},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.49426698684692383},{"id":"https://openalex.org/C2778023277","wikidata":"https://www.wikidata.org/wiki/Q321703","display_name":"Premise","level":2,"score":0.4748307168483734},{"id":"https://openalex.org/C206588197","wikidata":"https://www.wikidata.org/wiki/Q846574","display_name":"Reuse","level":2,"score":0.45972415804862976},{"id":"https://openalex.org/C13606891","wikidata":"https://www.wikidata.org/wiki/Q2623243","display_name":"Conceptual model","level":2,"score":0.4402257800102234},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.41780516505241394},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35164976119995117},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32677751779556274},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2739852964878082},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11517795920372009},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.1104181706905365},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0919714868068695},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/wsc.2007.4419708","is_oa":false,"landing_page_url":"https://doi.org/10.1109/wsc.2007.4419708","pdf_url":null,"source":{"id":"https://openalex.org/S4363608517","display_name":"2007 Winter Simulation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2007 Winter Simulation Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.172.2084","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.172.2084","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.informs-sim.org/wsc07papers/127.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1558423254","https://openalex.org/W2011717932","https://openalex.org/W2029525196","https://openalex.org/W2066172919","https://openalex.org/W2066814802","https://openalex.org/W2084331452","https://openalex.org/W2125806346","https://openalex.org/W2127217485","https://openalex.org/W2795737941","https://openalex.org/W6633329420","https://openalex.org/W6678584430"],"related_works":["https://openalex.org/W4362575170","https://openalex.org/W1532772865","https://openalex.org/W2531253623","https://openalex.org/W2984230149","https://openalex.org/W2112095637","https://openalex.org/W2237121679","https://openalex.org/W4390616414","https://openalex.org/W2006867289","https://openalex.org/W2080167534","https://openalex.org/W1604202111"],"abstract_inverted_index":{"Engineering":[0],"large":[1],"and":[2,23,120],"complex":[3],"simulation":[4,15,28],"systems":[5],"is":[6,31,76,105],"becoming":[7],"more":[8],"reliant":[9],"on":[10,78],"the":[11,42,60,74,100,128,133,136],"reuse":[12],"of":[13,34,45,62,65,73,99,130,135],"existing":[14,18],"models.":[16],"While":[17],"technical":[19,24],"standards":[20],"facilitate":[21],"syntactic":[22],"interoperability":[25],"among":[26],"disparate":[27],"models,":[29],"there":[30],"still":[32],"lack":[33],"formal":[35],"methods":[36],"that":[37,47,82],"enable":[38],"sound":[39],"reasoning":[40],"about":[41],"conceptual":[43,63],"congruity":[44,64],"models":[46,66,81],"are":[48,114,124],"selected":[49],"for":[50],"composition.":[51],"This":[52],"paper":[53],"suggests":[54],"a":[55,68,93,97,118],"graph-theoretic":[56],"approach":[57,75],"to":[58,86,108,116,126],"measure":[59,127],"extent":[61],"within":[67],"new":[69,137],"context.":[70],"The":[71,112],"premise":[72],"based":[77],"having":[79],"contextualized":[80],"provide":[83],"introspective":[84],"access":[85],"their":[87],"metamodels.":[88],"A":[89],"metamodel":[90],"associated":[91],"with":[92],"reusable":[94],"model":[95],"entails":[96],"conceptualization":[98],"domain":[101],"in":[102,132],"which":[103],"it":[104],"originally":[106],"designed":[107],"be":[109],"situated":[110],"in.":[111],"metamodels":[113,131],"used":[115,125],"instantiate":[117],"metagraph":[119],"graph":[121],"distance":[122],"metrics":[123],"alignment":[129],"context":[134],"application":[138],"domain.":[139]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}